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Comprehensive mitigation strategy of voltage sag based on sensitive load clustering.

Authors :
Ye, Xiaoyi
Liu, Haitao
Hao, Sipeng
Zhang, Kuangyi
Lü, Ganyun
Source :
International Transactions on Electrical Energy Systems. Jul2021, Vol. 31 Issue 7, p1-20. 20p.
Publication Year :
2021

Abstract

Summary: To reduce the investment cost of voltage sag mitigation equipment and the probability of voltage sag at the installation nodes of sensitive load, a comprehensive voltage sag mitigation strategy based on sensitive load clustering is proposed. The Monte Carlo method is used to get the stochastic estimation model of voltage sag to determine the lines with high fault probability, so as to get the weak links in the power grid, that is, the voltage sag vulnerable area. This paper proposes four sensitive indicators called tolerance magnitude of voltage sag, endurance duration of voltage sag, equipment capacity, and power dependence. The weight of each indicator is determined by the combination weighting method, and the affinity propagation (AP) clustering algorithm is used to classify different sensitive loads. The sensitive loads are mitigated by installing the energy storage equipment and dynamic voltage restorer (DVR), and the energy storage capacity is configured with the goal of minimum life cycle cost under the premise of voltage compensation. The result using MATLAB/Simulink and the laboratory equipment shows that, compared with existing mitigation strategies, the proposed mitigation strategy can not only effectively reduce the investment cost and the probability of voltage sag but also make the voltage distribution more reasonable. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20507038
Volume :
31
Issue :
7
Database :
Academic Search Index
Journal :
International Transactions on Electrical Energy Systems
Publication Type :
Academic Journal
Accession number :
151211097
Full Text :
https://doi.org/10.1002/2050-7038.12914